Sentence examples for between the clusters without from inspiring English sources
Ideally, a clustering algorithm should identify the natural boundaries between the clusters without utilizing more clusters than necessary to account for the entire dataset.
Internal evaluation refers to measuring the quality of the clusters without using class label for clusters.
We consider four other types of small-world network structure: clustered with a degree distribution similar to baseline but with a lower average degree (Fig. 2b), clustered with regular links between the clusters (Fig. 2c), approximately scale-free without clustering (Fig. 2d), and regular without clustering (Fig. 2e).
It means that, the data are directly divided into a set of clusters without any regard to the relationships between the clusters.
The seven cluster solution allowed enough detailed separation between the clusters for adequate distinctiveness and discrimination between them, while also being parsimonious without being overly complex.
Office buildings could be clustered close to existing and planned transportation hubs and retail centers, with residential buildings stretching between the clusters.
For ICC values of 15% or 30%, the model performance of the standard model and the marginal risk calculation was better compared to model performance in datasets without associations between the clustering and a predictor.
Especially the standard deviations of the calibration in the large within clusters were lower in data with correlation (e.g. 0.110 for the apparent performance of the standard model, ICC 5%) as compared to simulated data without correlation between the cluster effect and predictor X1 (standard deviation 0.444).
Therefore, each pair of the cluster heads must only exchange their own group keys, making it possible to synchronize the new interregion key between two clusters without recalculating keys of all members in two clusters.
The provided routing scheme has some resemblances with both conventional and DTN routing as it establishes an end-to-end path when routing inside a cluster but it also uses a store-and-forward approach when routing between different clusters, without previously determining the entire path.
